UW Biostatistics Working Paper Series
Most Popular Papers*
The Net Reclassification Index (NRI): a Misleading Measure of Prediction Improvement with Miscalibrated or Overfit Models
Margaret Pepe, Jin Fang, Ziding Feng, Thomas Gerds, and Jorgen Hilden
Relative Risk Regression in Medical Research: Models, Contrasts, Estimators, and Algorithms
Thomas Lumley, Richard Kronmal, and Shuangge Ma
Nonparametric variable importance assessment using machine learning techniques
Brian D. Williamson, Peter B. Gilbert, Noah Simon, and Marco Carone
Methods for Evaluating Prediction Performance of Biomarkers and Tests
Margaret Pepe and Holly Janes
Simple Parallel Statistical Computing in R
Anthony Rossini, Luke Tierney, and Na Li
Statistical Methods for Evaluating and Comparing Biomarkers for Patient Treatment Selection
Holly Janes, Marshall D. Brown, Margaret Pepe, and Ying Huang
A Powerful Statistical Framework for Generalization Testing in GWAS, with Application to the HCHS/SOL
Tamar Sofer, Ruth Heller, Marina Bogomolov, Christy L. Avery, Mariaelisa Graff, Kari E. North, Alex Reiner, Timothy A. Thornton, Kenneth Rice, Yoav Benjamini, Cathy C. Laurie, and Kathleen F. Kerr
Partial AUC Estimation and Regression
Lori E. Dodd and Margaret S. Pepe
Net Reclassification Indices for Evaluating Risk Prediction Instruments: A Critical Review
Kathleen F. Kerr, Zheyu Wang, Holly Janes, Robyn McClelland, Bruce M. Psaty, and Margaret S. Pepe
* Based on the average number of full-text downloads per day since the paper was posted.